scholarly journals Computational Markers of Risky Decision-making for Identification of Temporal Windows of Vulnerability to Opioid Use in a Real-world Clinical Setting

2020 ◽  
Vol 77 (4) ◽  
pp. 368 ◽  
Author(s):  
Anna B. Konova ◽  
Silvia Lopez-Guzman ◽  
Adelya Urmanche ◽  
Stephen Ross ◽  
Kenway Louie ◽  
...  
2019 ◽  
Vol 6 (1) ◽  
pp. 56-63 ◽  
Author(s):  
Ivy N. Defoe ◽  
Judith Semon Dubas ◽  
Daniel Romer

Surveys concur that adolescents disproportionately engage in many real-world risk behaviors, compared with children and adults. Recently researchers have employed laboratory risky decision-making tasks to replicate this apparent heightened adolescent risk-taking. This review builds on the main findings of the first meta-analysis of such age differences in risky decision-making in the laboratory. Overall, although adolescents engage in more risky decision-making than adults, adolescents engage in risky decision-making equal to children. However, adolescents take fewer risks than children on tasks that allow the option of opting out of taking a risk. To reconcile findings on age differences in risk-taking in the real-world versus the laboratory, an integrative framework merges theories on neuropsychological development with ecological models that emphasize the importance of risk exposure in explaining age differences in risk-taking. Policy insights and recent developments are discussed.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Kyle Nash ◽  
Josh Leota ◽  
Alex Tran

AbstractThough real-world decisions are often made in the shadow of economic uncertainties, work problems, relationship troubles, existential angst, etc., the neural processes involved in this common experience remain poorly understood. Here, we randomly assigned participants (N = 97) to either a poignant experience of forecasted economic anxiety or a no-anxiety control condition. Using electroencephalography (EEG), we then examined how source-localized, anxiety-specific neural activation modulated risky decision making and strategic behavior in the Balloon Analogue Risk Task (BART). Previous research demonstrates opposing effects of anxiety on risk-taking, leading to contrasting predictions. On the one hand, activity in the dorsomedial PFC/anterior cingulate cortex (ACC) and anterior insula, brain regions linked with anxiety and sensitivity to risk, should mediate the effect of economic anxiety on increased risk-averse decision-making. On the other hand, activation in the ventromedial PFC, a brain region important in emotion regulation and subjective valuation in decision-making, should mediate the effect of economic anxiety on increased risky decision-making. Results revealed evidence related to both predictions. Additionally, anxiety-specific activation in the dmPFC/ACC and the anterior insula were associated with disrupted learning across the task. These results shed light on the neurobiology of antecedent anxiety and risk-taking and provide potential insight into understanding how real-world anxieties can impact decision-making processes.


2011 ◽  
Author(s):  
Jared Hotaling ◽  
Jerry Busemeyer ◽  
Richard Shiffrin

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